aistablev1.0.0

X-ray Pneumonia Detection

Flutter mobile app for chest X-ray pneumonia detection using deep learning. Supports VGG16, EfficientNet, InceptionV3, and ResNet50 with on-device TFLite inference.

flutterdeep-learningtensorflow-litemedical-imagingdart

View on GitHub

Models

93.7%

Best Accuracy

95.4%

Best F1 Score

Data Sent

Four deep learning architectures: VGG16, EfficientNet B3, InceptionV3, and ResNet50 fine-tuned on chest X-ray dataset
On-device TensorFlow Lite inference - all processing runs locally, no data leaves the device
ResNet50 leads with 93.70% accuracy and 95.42% F1 score on the test set
Real-time image analysis with detailed confidence scores for transparent decision-making
Built-in model comparison dashboard showing accuracy and F1 metrics side by side
Modern Flutter UI with gradient design, smooth animations, and cross-platform support
Camera capture and gallery import for flexible X-ray image input
Minimum Android SDK 21 / iOS 12.0 - runs on 4+ year old devices

View source on GitHub →